How real projects configure their agents

31,984 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
jeremylongshore/iam-bob-adk-python Intent Agent Model (IAM) — Bob reference runtime on Google ADK. Historical V1. IAM = Inten 22 Claude Code, Codex, OpenCode 7 6,595 tok
thecompez/ai-for-modern-cpp A template repository for guiding AI coding agents to write safe, modern C++20/23/26 code 22 Claude Code, Codex, OpenCode 2 12,491 tok
madebypan/FigCC Figma design agent powered by the local Codex CLI and App Server bridge 22 Claude Code, Codex, OpenCode 2 1,939 tok
polydevs-labs/polyverse-agent A state-based autonomous agent framework. Crafting digital entities with non-linear cognit 22 Claude Code 1 2,278 tok
iFurySt/aifi 💰 AIFi (AI Finance) is an agent-first workspace for compounding investment research and i 22 Claude Code, Codex, OpenCode 2 464 tok
nekoneko0831/paper-lens Three-mode paper reading assistant for Claude Code. 22 Claude Code 1
l3utterfly/layla-sdk Layla Typescript SDK for creating custom mini-apps within Layla 22 Claude Code, Codex 1
agentharnesses/agentharnesses agentharnesses.io A standard for Agent Harnesses 22 Claude Code 2
aws-samples/sample-agentic-chatbot-accelerator A full-stack agentic harness on AWS — spin up multi-agent chatbots, voice-to-voice AI, RAG 22 Claude Code 12 1,740 tok
hamr0/agentic-toolkit A ready-to-use suite of tools for AI-driven development, featuring agent workflows, automa 22 Claude Code 1 26 tok
mKeRix/toolscript Efficient MCP tool calling in code mode for Claude Code 22 Claude Code, Codex, OpenCode 5 146 tok
christianestay/claude-code-base-project Production-ready Claude Code template with 4 specialized agents, 12 Open Specs skills, sel 22 Claude Code 3 7,666 tok
honeycombio/agent-skill official honeycomb skills repository 22 Claude Code 1 592 tok
dashed/claude-marketplace A local marketplace for personal Claude Code skills and plugins. 22 Claude Code 1 5,539 tok
MUKE-coder/vibekit vibekit.desishub.com A structured framework for building production Next.js SaaS apps with AI tools like Lovabl 22 Claude Code 3 1,485 tok
readycheck-dev/skills readycheck.dev ReadyCheck Claude Code marketplace 22 Claude Code, Codex, OpenCode 2 194 tok
aiecosvietnam/learning-ai Learning AI — học AI từ số 0 đến ship sản phẩm thật: Generative AI, Agentic AI, full-stack 22 Claude Code, Codex, OpenCode 2 3,438 tok
djfksjd/patent-search-skill 🇰🇷 Prior-art research agent skill for inventions [supports Claude Code·Codex·agy(Antigra 22 Claude Code, Codex, OpenCode 1 766 tok
aisa-group/promptinject-agent-skills arxiv.org Agent Skills Enable a New Class of Realistic and Trivially Simple Prompt Injections 22 Claude Code 2
polyxmedia/mnemos Persistent memory and skill system for AI coding agents. MCP-native, single Go binary, zer 22 Claude Code 1
tungnk123/mobile-best-practices 22 Claude Code 2 702 tok
Akram012388/cc-dm Peer-to-peer direct messaging between Claude Code sessions via the Channels protocol 22 Claude Code 1 2,521 tok
APRO-com/ai-oracle-skills agents can use these skills to query ai-oracle apis and generate the api calling codes. 22 Claude Code 3 550 tok
HathorNetwork/hathor-wallet-lib hathor.network Lib to create wallets using Hathor's full node API. 22 Claude Code 1
hev/vibecheck vibescheck.io Fast and intuitive evals on any LLM 22 Claude Code, Cursor 2 3 tok
gldc/claude-code-remote Remote server for managing Claude Code sessions from mobile 22 Claude Code 1 3,278 tok
elliotbonneville/bareclaw Thin multiplexer that bridges any messaging channel to persistent Claude Code CLI processe 22 Claude Code 2 1,249 tok
atlanhq/atlan-python docs.atlan.com Official Python SDK for the Atlan 💙 22 Claude Code, Codex, OpenCode 6 1,222 tok
jdm4pku/RE-Skills Requirements Engineering Skills for Claude Code, Cowork, Codex, and AI agents. 22 Claude Code, Codex, OpenCode 3 2,759 tok
deanpeters/ai-pm-exploration-toolkit deanpeters.substack.com A Safe AI learning space for product managers. 40+ local tools to turn FOMO into fluency. 22 Claude Code 1 3,849 tok
lanbai-sunsky/llm-wiki-studio Local course learning workbench powered by Claude Code CLI and Skills 22 Claude Code, Codex, OpenCode 4 802 tok
mdcms-ai/mdcms mdcms.ai The AI Content Engine. 22 Claude Code, Codex, OpenCode 17 3,342 tok
hoangsonww/Forge-Agentic-Coding-CLI hoangsonww.github.io 🦄 Forge - a local-first, multi-agent software-engineering runtime that runs Claude Code / 22 Claude Code, Codex, OpenCode 29 4,020 tok
srtab/daiv daivagent.com Your AI-powered SWE teammate, built into your git workflow 22 Claude Code, Codex, OpenCode 4 1,845 tok
Ame-X/RPG-Harness rpg-harness-studio.vercel.app 22 Claude Code 2
keanji-x/Navi 22 Claude Code, Codex 1
GetStream/stream-feeds-js 22 Claude Code, Codex, OpenCode 2 7,698 tok
HoyosJuan/dotbep dotbep.com open-source data format that replaces BIM Execution Plans documents with executable struct 22 Claude Code 2 1,418 tok
Correia-jpv/fucking-awesome-web-security 🐶 A curated list of Web Security materials and resources. With repository stars⭐ and fork 22 Claude Code 1 3,273 tok
rstudio/shiny-workflows GitHub Actions workflows for Shiny and related packages 22 Claude Code 2 1,598 tok
conradkoh/raggrep Local semantic search and retrieval 22 Claude Code, Codex, Cursor, OpenCode 4 2,202 tok
BuiltBrokenModding/MFFS_Classic Classic version of Claclavia's MFFS mod 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 797 tok
sapiencexyz/sapience sapience.xyz 22 Claude Code, Codex, OpenCode 7 1,735 tok
limehq/munkel munkel.app Ephemeral Mac messages in the notch, with a Cloudflare relay and CLI. 22 Claude Code 4 2,131 tok
daniloc/mnemion A knowledge management surface for humans and agents 22 Claude Code 9 11,333 tok
410417122/ashare-ai A-share quantitative trading Claude Code Skill — uses Tushare Pro for data and Backtrader 22 Claude Code 1 979 tok
hexxt-git/umm umm.hexxt.dwv ask your terminal questions 22 Claude Code 1 2,582 tok
ek0212/second-brain-template 22 Claude Code, Codex, OpenCode 6 605 tok
LadislavSopko/cvm 22 Claude Code 4 2,065 tok
wende/mobileclaw mobileclaw.vercel.app OpenClaw (and LM Studio) chat with strong focus on responsive and beautiful interface 22 Claude Code, Codex, OpenCode 2 3,016 tok